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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive gradient descent on Riemannian manifolds and its applications to Gaussian variational inference
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compute-Optimal Quantization-Aware Training
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mamba-3: Improved Sequence Modeling using State Space Principles
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On the Wings of Imagination: Conflicting Script-based Multi-role Framework for Humor Caption Generation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Teach2Eval: An Interaction-Driven LLMs Evaluation Method via Teaching Effectiveness
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GenSR: Symbolic regression based on equation generative space
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When More is Less: Understanding Chain-of-Thought Length in LLMs
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Diffusion Duality, Chapter II: $\Psi$-Samplers and Efficient Curriculum
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Facts at Scale with Active Reading
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-free Counterfactual Explanation for Temporal Graph Model Inference
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Search Arena: Analyzing Search-Augmented LLMs
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How Stable is the Next Token? A Geometric View of LLM Prediction Stability
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Gauge-invariant representation holonomy
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Certifying the Full YOLO Pipeline: A Probabilistic Verification Approach
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Neural Networks for Functional ANOVA Model
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Motion-Aligned Word Embeddings for Text-to-Motion Generation
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deterministic Bounds and Random Estimates of Metric Tensors on Neuromanifolds
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Diffusion Diffusion Process
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Probing Rotary Position Embeddings through Frequency Entropy
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Representation Alignment for Diffusion Transformers without External Components
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable Sequence Editing for Biological and Clinical Trajectories
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-state Protein Design with DynamicMPNN
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Federated Graph-Level Clustering Network with Dual Knowledge Separation
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GmNet: Revisiting Gating Mechanisms From A Frequency View
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hybrid Reinforcement: when reward is sparse, better to be dense
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AFTER: Mitigating the Object Hallucination of LVLM via Adaptive Factual-Guided Activation Editing
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Value Conflicts Reveal LLM Priorities
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Minimax-Optimal Aggregation for Density Ratio Estimation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Instance-wise Adaptive Scheduling via Derivative-Free Meta-Learning
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SecP-Tuning: Efficient Privacy-Preserving Prompt Tuning for Large Language Models via MPC
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Federated Learning with Profile Mapping under Distribution Shifts and Drifts
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LogART: Pushing the Limit of Efficient Logarithmic Post-Training Quantization
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Explicit Single-Cell Dynamics Using ODE Representations
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Massive Activations are the Key to Local Detail Synthesis in Diffusion Transformers
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improving Human-AI Coordination through Online Adversarial Training and Generative Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BANZ-FS: BANZSL Fingerspelling Dataset
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mordal: Automated Pretrained Model Selection for Vision Language Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Measuring Influence in Avoiding Undesired Future
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TIPS: Turn-level Information-Potential Reward Shaping for Search-Augmented LLMs
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FLOWER: A Flow-Matching Solver for Inverse Problems
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Wasserstein Adversarial Imitation Learning
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unifying Stable Optimization and Reference Regularization in RLHF
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cutting the Skip: Training Residual-Free Transformers
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Explanation of Random Subspace Method for Enhanced Security Applications
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Long-tailed Test-Time Adaptation for Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LABEL-FREE MITIGATION OF SPURIOUS CORRELATIONS IN VLMS USING SPARSE AUTOENCODERS
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
H$^3$GNNs: Harmonizing Heterophily and Homophily in GNNs via Self-Supervised Node Encoding
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Reasoning with Balanced Thinking
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning from Synthetic Data Improves Multi-hop Reasoning
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Slides]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Realtime Video Frame Interpolation using One-Step Diffusion Sampling
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BAR: Refactor the Basis of Autoregressive Visual Generation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Evolution of Concepts in Language Model Pre-Training
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Grasp Anything By Playing with Random Toys
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Ordinal Probabilistic Reward from Preferences
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structure Learning from Time-Series Data with Lag-Agnostic Structural Prior
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Gradient Intrinsic Dimensionality Alignment：Narrowing The Gap Between Low-Rank Adaptation and Full Fine-Tuning
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LiTo: Surface Light Field Tokenization
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Temporal Graph Thumbnail: Robust Representation Learning with Global Evolutionary Skeleton
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction as Reasoning
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Slides]
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OpenReview]
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Equivariant Splitting: Self-supervised learning from incomplete data
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bilateral Information-aware Test-time Adaptation for Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reducing Class-Wise Performance Disparity via Margin Regularization
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RIVER: Real-time Video Interaction Benchmark
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hot Fuzz: Temperature-Tunable Composition of Diffusion models with Fuzzy Logic
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SpotIt: Evaluating Text-to-SQL Evaluation with Formal Verification
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Soft-Masked Diffusion Language Models
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OpenReview]
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bures Generalized Category Discovery
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Implicit Inversion turns CLIP into a Decoder
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRISM: Enhancing PRotein Inverse Folding through Fine- Grained Retrieval on Structure-Sequence Multimodal Representations
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Discriminative vs. Generative classifiers: Rethinking MLLMs for Action Understanding
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The logical expressiveness of topological neural networks
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tug-of-War No More: Harmonizing Accuracy and Robustness in Vision-Language Models via Stability-Aware Task Vector Merging
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Agentic Reinforced Policy Optimization
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Capability-Based Scaling Laws for LLM-Based Red-Teaming
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Semantic Visual Anomaly Detection and Reasoning in AI-Generated Images
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Statistical Theory of Overfitting for Imbalanced Classification
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exponential-Wrapped Mechanisms: Differential Privacy on Hadamard Manifolds Made Practical
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Global and Local Topology-Aware Graph Generation via Dual Conditioning Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AI Fundamentals: Valuing AI Agents & Data Assets
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision–Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Strategic Persuasion with Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FlashRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Prompt-Robust Vision-Language Models via Meta-Finetuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Benefits and Limitations of Communication in Multi-Agent Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neural Posterior Estimation with Latent Basis Expansions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Turning Internal Gap into Self-Improvement: Promoting the Generation-Understanding Unification in MLLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Relational Feature Caching for Accelerating Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning Capabilities of LLMs as Urban Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adversarially Pretrained Transformers may be Universally Robust In-Context Learners
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Test-Time Adaptation via Dirichlet feature projection and GMM-Driven Inference for Motor Imagery EEG Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VITA: Vision-to-Action Flow Matching Policy
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unsupervised Invariant Risk Minimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning a Game by Paying the Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Price of Quality: Sufficient Conditions for Sparse Recovery using Mixed-Quality Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Si-GT: Fast Interconnect Signal Integrity Analysis for Integrated Circuit Design via Graph Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PSDNorm: Temporal Normalization for Deep Learning in Sleep Staging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Autoregressive Inference for Transformer Probabilistic Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling up Memory for Robotic Control via Experience Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BFM-Zero: A Promptable Behavioral Foundation Model for Humanoid Control Using Unsupervised Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual Randomized Smoothing: Beyond Global Noise Variance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SONATA: Synergistic Coreset Informed Adaptive Temporal Tensor Factorization
[
Slides]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Parameter Reuse Augments Reasoning via Latent Chain of Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OD$^3$: Optimization-free Dataset Distillation for Object Detection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GraphPlanner: Graph-Based Agentic Routing for LLMs
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
What (and What Not) are Calibrated Probabilities Actually Useful for?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-IPO: Dual-Iterative Preference Optimization for Text-to-Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Self-Refining Vision Language Model for Robotic Failure Detection and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Entropy-Based Block Pruning for Efficient Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Matting Anything 2: Towards Video Matting for Anything
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Lorentz Neural Network
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fast Proteome-Scale Protein Interaction Retrieval via Residue-Level Factorization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hallucination Begins Where Saliency Drops
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
STORK: Faster Diffusion and Flow Matching Sampling by Resolving both Stiffness and Structure-Dependence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Active Learning of 3D Gaussian Splatting with Consistent Region Partition and Robust Pose Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Direct Doubly Robust Estimation of Conditional Quantile Contrasts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMem: Compositional Concept-Graph Memory for Continual Vision–Language Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RLAP-CLIP: Continual Multimodal Learning with Prototype Adaptation and Difficulty-Aware Routing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EAST: Early Action Prediction Sampling Strategy with Token Masking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Imagine How To Change: Explicit Procedure Modeling for Change Captioning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Reasoning Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Texture Modeling of 3D Clothed Gaussian Avatars from a Single Video
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reducing Symmetry Increase in Equivariant Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Routing Mechanism in Mixture-of-Experts Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Linear Attention with Sparse State Expansion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Memorizing Long-tail Data Can Help Generalization Through Composition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Debiased and Denoised Projection Learning for Incomplete Multi-view Clustering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Single-stream Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neural Networks Learn Multi-Index Models Near the Information-Theoretic Limit
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Model Predictive Adversarial Imitation Learning for Planning from Observation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Heterogeneous Front-Door Effects: Debiased Estimation with Quasi-Oracle Guarantees
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-agent Coordination via Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalized Spherical Neural Operators: Green’s Function Formulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Readout Representation: Redefining Neural Codes by Input Recovery
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How Far Can Unsupervised RLVR Scale LLM Training?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bi-LoRA: Efficient Sharpness-Aware Minimization for Fine-Tuning Large-Scale Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Step to Decouple Optimization in 3DGS
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Better Bounds for the Distributed Experts Problem
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Forge: Compiling a Unified Abstraction into Scalable Kernels for Linear Attention
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Early Exit in Reasoning Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Credal Prediction through Decalibration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
StyliTruth : Unlocking Stylized yet Truthful LLM Generation via Disentangled Steering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Identifiability and recoverability in self-supervised models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sample Reward Soups: Query-efficient Multi-Reward Guidance for Text-to-Image Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Joint Optimization for 4D Human-Scene Reconstruction in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Mesh Quantization for Neural PDE Solvers
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Shift-and-Sum Quantization for Visual Autoregressive Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Evaluating Text Creativity across Diverse Domains: a Dataset and Large Language Model Evaluator
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Efficient and Interpretable Multi-Agent Communication
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LongHorizonUI: A Unified Framework for Robust long-horizon Task Automation of GUI Agent
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIRACLE: Model-free Imitation and Reinforcement Learning for Adaptive Cut-Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A State-Transition Framework for Efficient LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Globally aware optimization with resurgence
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Invert4TVG: A Temporal Video Grounding Framework with Inversion Tasks Preserving Action Understanding Ability
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On-the-Fly Adaptation to Quantization: Configuration-Aware LoRA for Efficient Fine-Tuning of Quantized LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Collapse to Control: Understanding and Extending Context Length in Emerging Hybrid Models via Universal Position Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hinge Regression Tree: A Newton Method for Oblique Regression Tree Splitting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Identifying and Evaluating Inactive Heads in Pretrained LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WebDS: An End-to-End Benchmark for Web-based Data Science
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ViPO: Visual Preference Optimization at Scale
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do 3D Large Language Models Really Understand 3D Spatial Relationships?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Rethinking the Gold Standard: Why Discrete Curvature Fails to Fully Capture Over-squashing in GNNs?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WOW-Seg: A Word-free Open World Segmentation Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Out-of-Distribution Graph Models Merging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRO-MOF: Policy Optimization with Universal Atomistic Models for Controllable MOF Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ASTRAEA: A Token-wise Acceleration Framework for Video Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SynthWorlds: Controlled Parallel Worlds for Disentangling Reasoning and Knowledge in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Direct Preference Optimization for Primitive-Enabled Hierarchical RL: A Bilevel Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spilling the Beans: Teaching LLMs to Self-Report Their Hidden Objectives
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User Preferences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TFHE-Coder: Evaluating LLM Agents for secure Fully Homomorphic Encryption Code Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Speech Tokenizers with Diffusion Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
YuE: Scaling Open Foundation Models for Long-Form Music Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Segment-Level Attribution for Selective Learning of Long Reasoning Traces
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Text-Only: Towards Multimodal Table Retrieval in Open-World
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DanceTogether: Generating Interactive Multi-Person Video without Identity Drifting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multiple Token Divergence: Measuring and Steering In-Context Computation Density
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DynamicInfer: Runtime-Aware Sparse Offloading for LLMs Inference on a Consumer-Grade GPU
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OmniPortrait: Fine-Grained Personalized Portrait Synthesis via Pivotal Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Primal-Dual Policy Optimization for Adversarial Linear CMDPs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Condition Matters in Full-head 3D GANs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Molecular Chirality via Chiral Determinant Kernels
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OrchestrationBench: LLM-Driven Agentic Planning and Tool Use in Multi-Domain Scenarios
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SkyEvents: A Large-Scale Event-enhanced UAV Dataset for Robust 3D Scene Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Flow-Disentangled Feature Importance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FASA: FREQUENCY-AWARE SPARSE ATTENTION
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Detecting Temporal Misalignment Attacks in Multimodal Fusion for Autonomous Driving
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Bayesian Optimization: Generative Models as Acquisition Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Behavior of Discrete Diffusion Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improved high-dimensional estimation with Langevin dynamics and stochastic weight averaging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZIP-RC: Zero-overhead Inference-time Prediction of Reward and Cost for Adaptive and Interpretable Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Product of Experts for Visual Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AFD-INSTRUCTION: A Comprehensive Antibody Instruction Dataset with Functional Annotations for LLM-Based Understanding and Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LANE: Label-Aware Noise Elimination for Fine-Grained Text Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CellDuality: Unlocking Biological Reasoning in LLMs with Self-Supervised RLVR
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Selective Data Removal for Distributional Machine Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MeSH: Memory-as-State-Highways for Recursive Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Empowering Multi-Robot Cooperation via Sequential World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3DCS: Datasets and Benchmark for Evaluating Conformational Sensitivity in Molecular Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified and Efficient Multi-view Clustering from Probabilistic Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fast Convergence of Natural Gradient Descent for Over-parameterized Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RFS: Reinforcement learning with Residual flow steering for dexterous manipulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Only Brains Align with Brains: Cross-Region Patterns Expose Limits of Normative Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Untraceable DeepFakes via Traceable Fingerprint Elimination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoding Inner Speech with an End-to-End Brain-to-Text Neural Interface
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FAME: $\underline{F}$ormal $\underline{A}$bstract $\underline{M}$inimal $\underline{E}$xplanation for neural networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enhancing Visual Token Representations for Video Large Language Models via Training-free Spatial-Temporal Pooling and Gridding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spike-based Digital Brain: a novel fundamental model for brain activity analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discovering Hierarchical Software Engineering Agents via Bandit Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Grounded Test-Time Adaptation for LLM Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sample-efficient and Scalable Exploration in Continuous-Time RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reasoning on Time-Series for Financial Technical Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MrRoPE: Mixed-radix Rotary Position Embedding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Salient Object Ranking via Cyclical Perception-Viewing Interaction Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multihead Mixture of Experts for Classification of Gigapixel Pathology Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Self-Improving Loops for Visual Robotic Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FFT-based Dynamic Subspace Selection for Low-Rank Adaptive Optimization of Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mitigating Noise Shift in Denoising Generative Models with Noise Awareness Guidance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Attention via Feature Sparsity
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Summaries as Centroids for Interpretable and Scalable Text Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scheduling Your LLM Reinforcement Learning with Reasoning Trees
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Light-X: Generative 4D Video Rendering with Camera and Illumination Control
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Routing, Cascades, and User Choice for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Topology and geometry of the learning space of ReLU networks: connectivity and singularities
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharp asymptotic theory for Q-learning with \texttt{LD2Z} learning rate and its generalization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Paradigm Shift of GNN Explainer from Label Space to Prototypical Representation Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Toward Principled Flexible Scaling for Self-Gated Neural Activation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Low-Pass Filtering Improves Behavioral Alignment of Vision Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Polynomial, trigonometric, and tropical activations
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PCPO: Proportionate Credit Policy Optimization for Preference Alignment of Image Generation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image Quality Assessment for Embodied AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Divergence-Free Neural Networks with Application to Image Denoising
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Free Point-wise Anomaly Detection via Fold-bifurcation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distillation of Large Language Models via Concrete Score Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Dense Subset Index for Collective Query Coverage
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GTR-Bench: Evaluating Geo-Temporal Reasoning in Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-Scale World Models for LLM Agents towards Hard-Exploration Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reverse-Engineered Reasoning for Open-Ended Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SCRIBES: Web-Scale Script-Based Semi-Structured Data Extraction with Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Multi-Token Prediction: Pretraining LLMs with Future Summaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Log Probability Tracking of LLM APIs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional amortized inference for large-scale hierarchical Bayesian models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation.
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting Parameter Server in LLM Post-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Ensemble Framework for Unbiased Language Model Watermarking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring the Design Space of Transition Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tuning the burn-in phase in training recurrent neural networks improves their performance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Solve Orienteering Problem with Time Windows and Variable Profits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Cross-Modal Flows for Few-Shot Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RADAR: Learning to Route with Asymmetry-aware Distance Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Black-Box Privacy Attacks on Shared Representations in Multitask Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees in the Search for Less Discriminatory Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VMoBA: Mixture-of-Block Attention for Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Textual Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Bayesian Experimental Design to High-Dimensions with Information-Guided Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Local Reinforcement Learning with Action-Conditioned Root Mean Squared Q-Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Clustering by Denoising: Latent plug-and-play diffusion for single-cell embeddings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Guiding Mixture-of-Experts with Temporal Multimodal Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Data Provenance for Image Auto-Regressive Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TangoFlux: Text to Audio Generation with CLAP-Ranked Preference Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SURGE: Surprise-Guided Token Reduction for Efficient Video Understanding with VLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Target-Aware Video Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Flexible Forward Trajectories for Masked Molecular Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GEOMETRY OF UNCERTAINTY: LEARNING METRIC SPACES FOR MULTIMODAL STATE ESTIMATION IN RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalized Parallel Scaling with Interdependent Generations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Watermark-based Attribution of AI-Generated Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable diffusion-based generation for multi-channel biological data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UFO-4D: Unposed Feedforward 4D reconstruction from Two Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OpenAgentSafety: A Comprehensive Framework For Evaluating Real-World AI Agent Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OneTwoVLA: A Unified Vision-Language-Action Model with Adaptive Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowledge Fusion of Large Language Models via Modular SkillPacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Causally Robust Preference Learning with Reasons
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress Monitoring
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Codified Finite-state Machines for Role-playing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Disentangled Representation Learning for Parametric Partial Differential Equations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Better Optimization For Listwise Preference in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Smoothness Bounds for Non-Clairvoyant Scheduling with Predictions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Entropy Control in LLM-RL Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-Free Determination of Network Width via Neural Tangent Kernel
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantization-Aware Diffusion Models For Maximum Likelihood Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deep Hierarchical Learning with Nested Subspace Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diversified Multinomial Logit Contextual Bandits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Study of Posterior Stability in Time-Series Latent Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion Transformers with Representation Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Combinatorial Bandit Bayesian Optimization for Tensor Outputs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AdaCache: Adaptive Caching and Context Augmentation for Efficient LLM Serving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
To View Transform or Not to View Transform: NeRF-based Pre-training Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OpenThoughts: Data Recipes for Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dimension-Free Decision Calibration for Nonlinear Loss Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharing State Between Prompts and Programs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MATHMO: Automated Mathematical Modeling Through Adaptive Search
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterizing Human Semantic Navigation in Concept Production as Trajectories in Embedding Space
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Strategic Obfuscation of Deceptive Reasoning in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MoEEdit: Efficient and Routing-Stable Knowledge Editing for Mixture-of-Experts LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Submodular Function Minimization with Dueling Oracle
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Prompt and Parameter Co-Optimization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason Efficiently with Discounted Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PU-BENCH: A UNIFIED BENCHMARK FOR RIGOROUS AND REPRODUCIBLE PU LEARNING
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NAB: Neural Adaptive Binning for Sparse-View CT reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Genomic Foundationless Models: Pretraining Does Not Promise Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CityLens: Evaluating Large Vision-Language Models for Urban Socioeconomic Sensing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning is Forgetting; LLM Training As Lossy Compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Energy-Efficient Random Variate Generation via Compressed Lookup Tables
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalizing Linear Autoencoder Recommenders with Decoupled Expected Quadratic Loss
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Mode Connectivity in Krylov Subspace for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Equilibrium Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Lossy Common Information in a Learnable Gray-Wyner Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SparseD: Sparse Attention for Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sign-SGD via Parameter-Free Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Patient-Specific Disease Dynamics With Latent Flow Matching For Longitudinal Imaging Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Solving Football by Exploiting Equilibrium Structure of 2p0s Differential Games with One-Sided Information
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiVE-k: DIFFERENTIAL VISUAL REASONING FOR FINE-GRAINED IMAGE RECOGNITION
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Perturbed Dynamic Time Warping: A Probabilistic Framework and Generalized Variants
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Delving into Spectral Clustering with Vision-Language Representations
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ODI-Bench: Can MLLMs Understand Immersive Omnidirectional Environments?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIMIC-Bench: Exploring the User-Like Thinking and Mimicking Capabilities of Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UNITE: Universal kNowledge Integration from Task-specific Experts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contrastive Predictive Coding Done Right for Mutual Information Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Chessformer: A Unified Architecture for Chess Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generate Any Scene: Scene Graph Driven Data Synthesis for Visual Generation Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stop Guessing: Choosing the Optimization-Consistent Uncertainty Measurement for Evidential Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Energy-Based Transformers are Scalable Learners and Thinkers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Diffusion Model without Variational Autoencoder
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Product-Quantised Image Representation for High-Quality Image Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Graph Meta-Network for Learning on Kolmogorov–Arnold Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Content Promotion as a Strategic Game: How to Design Agentic Publishers for the Evolving Search Ecosystem in the GenAI Era?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Rodrigues Network for Learning Robot Actions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Post-hoc Probabilistic Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AWM: Accurate Weight-Matrix Fingerprint for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Music Flamingo: Scaling Music Understanding in Audio Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Dynamics Feature Representation via Policy Attention for Dynamic Path Planning in Urban Road Networks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DASH: Deterministic Attention Scheduling for High-throughput Reproducible LLM Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Defending against Backdoor Attacks via Module Switching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Locality-Attending Vision Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Copy-Paste to Mitigate Large Language Model Hallucinations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reward Model Routing in Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Difference Predictive Coding for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Simulation to Rules: A Dual-VLM Framework for Formal Visual Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PerSpectra: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Unifying Framework for Causal Imitation Learning with Hidden Confounders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Theoretical Modeling of Large Language Model Self-Improvement Training Dynamics Through Solver-Verifier Gap
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Improvisational TAMP: Learning Low-Level Shortcuts in Abstract Planning Graphs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EditLens: Quantifying the Extent of AI Editing in Text
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Patronus: Interpretable Diffusion Models with Prototypes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Metric $k$-clustering using only Weak Comparison Oracles
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
End-to-End Probabilistic Framework for Learning with Hard Constraints
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Spectra: Eigenvector Overlaps in Loss Geometry
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SmellNet: A Large-scale Dataset for Real-world Smell Recognition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hourglass Persistence for Graphs, Simplices, and Cells
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Antithetic Noise in Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RL for Reasoning by Adaptively Revealing Rationales
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributional value gradients for stochastic environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How hard is learning to cut? Trade-offs and sample complexity
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional Diffusion with Guided search for Long-Horizon Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
In-Context Learning for Pure Exploration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Time-to-Move: Training-Free Motion-Controlled Video Generation via Dual-Clock Denoising
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRBench: A Realistic Benchmark for Enterprise Deep Research
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Theoretical Analysis of Contrastive Learning under Imbalanced Data: From Training Dynamics to a Pruning Solution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Splat the Net: Radiance Fields with Splattable Neural Primitives
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do LLMs Forget What They Should? Evaluating In-Context Forgetting in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Curious Case of In-Training Compression of State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task Tokens: A Flexible Approach to Adapting Behavior Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Vid2World: Crafting Video Diffusion Models to Interactive World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cost-of-Pass: An Economic Framework for Evaluating Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Boosting Medical Visual Understanding From Multi-Granular Language Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SciNav: A Principled Agent Framework for Scientific Coding Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NRGPT: An Energy-based Alternative for GPT
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SkillFactory: Self-Distillation for Learning Cognitive Behaviors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multiple Streams of Knowledge Retrieval: Enriching and Recalling in Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional Visual Planning via Inference-Time Diffusion Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diverse Text-to-Image Generation via Contrastive Noise Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Membership Privacy Risks of Sharpness Aware Minimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NDAD: Negative-Direction Aware Decoding for Large Language Models via Controllable Hallucination Signal Injection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BridgeDrive: Diffusion Bridge Policy for Closed-Loop Trajectory Planning in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Heterogeneous Degradation Representation for Real-World Super-Resolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NEO — No-Optimization Test-Time Adaptation through Latent Re-Centering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Variational Reasoning for Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stable-LoRA: Stabilizing Feature Learning of Low-Rank Adaption
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PhaseFormer: From Patches to Phases for Efficient and Effective Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ORION: Decoupling and Alignment for Unified Autoregressive Understanding and Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Language Models are Injective and Hence Invertible
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pseudo-Non-Linear Data Augmentation: A Constrained Energy Minimization Viewpoint
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Mixture of Disentangled Experts for Dynamic Graphs under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SoFlow: Solution Flow Models for One-Step Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting the Past: Data Unlearning with Model State History
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Using cognitive models to reveal value trade-offs in language models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Priors in time: Missing inductive biases for language model interpretability
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CaTS: Calibrated Test-Time Scaling for Efficient LLM Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
THE PATH OF LEAST RESISTANCE: GUIDING LLM REASONING TRAJECTORIES WITH PREFIX CONSENSUS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-Object System Identification from Videos
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Better Learning-Augmented Spanning Tree Algorithms via Metric Forest Completion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VERIFY: A Novel Multi-Domain Dataset Grounding LTL in Contextual Natural Language via Provable Intermediate Logic
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Purrception: Variational Flow Matching for Vector-Quantized Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Automatic Image-Level Morphological Trait Annotation for Organismal Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DUET: Optimizing Training Data Mixtures via Coarse, Noisy Feedback from Unseen Evaluation Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantized Gradient Projection for Memory-Efficient Continual Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Online Conformal Prediction with Adversarial Feedback via Regret Minimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unsupervised Learning of Efficient Exploration: Pre-training Adaptive Policies via Self-Imposed Goals
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Building spatial world models from sparse transitional episodic memories
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Multi-Scale Molecular Conformer Generation with Structural Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AgentPO: Enhancing Multi-Agent Collaboration via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Be Uncertain: Pre-training World Models with Horizon-Calibrated Uncertainty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Coarse-to-Fine Learning of Dynamic Causal Structures
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Agentic Reinforcement Learning with Implicit Step Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PolyGraphScore: a classifier-based metric for evaluating graph generative models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Shift Happens - Confounding Is to Blame
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improving Classifier-Free Guidance in Masked Diffusion: Low-Dim Theoretical Insights with High-Dim Impact
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Primer on SO(3) Action Representations in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Convex Dominance in Deep Learning: A Scaling Law of Loss and Learning Rate
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RESTRAIN: From Spurious Votes to Signals — Self-Training RL with Self-Penalization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SOSBENCH: Benchmarking Safety Alignment on Scientific Knowledge
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SNAP-UQ: Self-supervised Next-Activation Prediction for Single-Pass Uncertainty in TinyML
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DGNet: Learning Spatiotemporal PDEs with Discrete Green Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reformulation for Pretraining Data Augmentation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Discriminative Joint Encoders for Large Scale Vision-Language Reranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs Can Hide Text in Other Text of the Same Length
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Retaining Suboptimal Actions to Follow Shifting Optima in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Action-Free Offline-To-Online RL via Discretised State Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DoFlow: Flow-based Generative Models for Interventional and Counterfactual Forecasting on Time Series
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tighter Performance Theory of FedExProx
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Active Learning for Decision Trees with Provable Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Incomplete Data, Complete Dynamics: A Diffusion Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment Design
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics-informed learning under mixing: How physical knowledge speeds up learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VCWorld: A Biological World Model for Virtual Cell Simulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robustness in Text-Attributed Graph Learning: Insights, Trade-offs, and New Defenses
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reinforcement Unlearning via Group Relative Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Single Architecture for Representing Invariance Under Any Space Group
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Conformal Prediction for Long-Tailed Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Constrained Decoding of Diffusion LLMs with Context-Free Grammars
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Imitating the Truth: Attention-aware Truth-Guided Enhancement for Hallucination Mitigation in Large Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
High-dimensional limit theorems for SGD: Momentum and Adaptive Step-sizes
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Generalized Schr\"{o}dinger Bridge via Sparse Variational Gaussian Processes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ATPO: ADAPTIVE TREE POLICY OPTIMIZATION FOR MULTI-TURN MEDICAL DIALOGUE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EnvSocial-Diff: A Diffusion-Based Crowd Simulation Model with Environmental Conditioning and Individual- Group Interaction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Differentiable Lifting for Topological Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Celo: Training Versatile Learned Optimizers on a Compute Diet
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ToProVAR: Efficient Visual Autoregressive Modeling via Tri-Dimensional Entropy-Aware Semantic Analysis and Sparsity Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Relational Graph Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Encoder-only Next Token Prediction
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Measuring and Mitigating Rapport Bias of Large Language Models under Multi-Agent Social Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TiTok: Transfer Token-level Knowledge via Contrastive Excess to Transplant LoRA
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contact-guided Real2Sim from Monocular Video with Planar Scene Primitives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FastGRPO: Accelerating Policy Optimization via Concurrency-aware Speculative Decoding and Online Draft Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Registration of Cortical and Subcortical Structures
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Designing Time Series Experiments in A/B Testing with Transformer Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Closed-form $\ell_r$ norm scaling with data for overparameterized linear regression and diagonal linear networks under $\ell_p$ bias
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decision Aggregation under Quantal Response
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
INTIMA: A Benchmark for Human-AI Companionship Behavior
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Layered Ontology of Models, Resolving the Epistemological Crisis of AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Denoising Neural Reranker for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PredNext: Explicit Cross-View Temporal Prediction for Unsupervised Learning in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Deep Reinforcement Learning against Adversarial Behavior Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
: One LLM Token for Explicit Graph Structural Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EntropyLong: Effective Long-Context Training via Predictive Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion Fine-Tuning via Reparameterized Policy Gradient of the Soft Q-Function
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sparsity-promoting Fine-tuning for Equivariant Materials Foundation Model
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neuron-Aware Data Selection in Instruction Tuning for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Boolean Satisfiability via Imitation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scale-wise Distillation of Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding VLMs Spatial Mental Modeling Capability from Limited Views
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Test-Time Scaling for Small Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DEAS: DEtached value learning with Action Sequence for Scalable Offline RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diversity-Incentivized Exploration for Versatile Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Effect of Attention Head Count on Transformer Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SiNGER: A Clearer Voice Distills Vision Transformers Further
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RepSpec: Structural Re-parameterized Draft Model Training for Speculative Decoding
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Zebra-CoT: A Dataset for Interleaved Vision-Language Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReFORM: Reflected Flows for On-support Offline RL via Noise Manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OSCAR: Online Soft Compression for RAG
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Oversmoothing, "Oversquashing'', Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Plan then Act: Bi-level CAD Command Sequence Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RADAR: Reasoning–Ability and Difficulty-Aware Routing in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Correlations in the Data Lead to Semantically Rich Feature Geometry Under Superposition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharp Monocular View Synthesis in Less Than a Second
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Figma2Code: Automating Multimodal Design to Code in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MOSS: Efficient and Accurate FP8 LLM Training with Microscaling and Automatic Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Optimal Transport-Induced Samples against Out-of-Distribution Overconfidence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diagnosing Failures in Generalization from Task-Relevant Representational Geometry
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning a distance measure from the information-estimation geometry of data
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Modeling from Black-Box Corruptions via Self-Consistent Stochastic Interpolants
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Real-Time Reasoning Agents in Evolving Environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WoW!: World Models in a Closed-Loop World
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why We Need New Benchmarks for Local Intrinsic Dimension Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FreeViS: Training-free Video Stylization with Inconsistent References
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BEAT: Visual Backdoor Attacks on VLM-based Embodied Agents via Contrastive Trigger Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RewardEval: Advancing Reward Model Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs as Rules Oracles: Exploring Real-World Multimodal Reasoning in Tabletop Strategy Game Environments
[
OpenReview]
Poster
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Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
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PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
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OpenReview]
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